Global gridded crop model evaluation: benchmarking, skills, deficiencies and implications

Müller, Christoph; Elliott, Joshua; Chryssanthacopoulos, James; Arneth, Almut; Balkovic, Juraj; Ciais, Philippe; Deryng, Delphine; Folberth, Christian; Glotter, Michael; Hoek, Steven; Iizumi, Toshichika; Izaurralde, Roberto C.; Jones, Curtis; Khabarov, Nikolay; Lawrence, Peter; Liu, Wenfeng; Olin, Stefan; Pugh, Thomas A. M.; Ray, Deepak K.; Reddy, Ashwan; Rosenzweig, Cynthia; Ruane, Alex C.; Sakurai, Gen; Schmid, Erwin; Skalsky, Rastislav; Song, Carol X.; Wang, Xuhui; de Wit, Allard; Yang, Hong

doi:https://doi.org/10.5194/gmd-10-1403-2017

Articles | Volume 10, issue 4

https://doi.org/10.5194/gmd-10-1403-2017

© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.

Special issue:

Agricultural Model Intercomparison and Improvement Project...

https://doi.org/10.5194/gmd-10-1403-2017

© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.

Articles | Volume 10, issue 4

Model evaluation paper

|

04 Apr 2017

Model evaluation paper |

| 04 Apr 2017

Global gridded crop model evaluation: benchmarking, skills, deficiencies and implications

Christoph Müller, Joshua Elliott, James Chryssanthacopoulos, Almut Arneth, Juraj Balkovic, Philippe Ciais, Delphine Deryng, Christian Folberth, Michael Glotter, Steven Hoek, Toshichika Iizumi, Roberto C. Izaurralde, Curtis Jones, Nikolay Khabarov, Peter Lawrence, Wenfeng Liu, Stefan Olin, Thomas A. M. Pugh, Deepak K. Ray, Ashwan Reddy, Cynthia Rosenzweig, Alex C. Ruane, Gen Sakurai, Erwin Schmid, Rastislav Skalsky, Carol X. Song, Xuhui Wang, Allard de Wit, and Hong Yang

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Final revised paper (published on 04 Apr 2017)
Supplement to the final revised paper
Preprint (discussion started on 20 Sep 2016)
Supplement to the preprint

Interactive discussion

Status: closed

AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment

- Printer-friendly version

- Supplement

RC1: 'review comments', Anonymous Referee #1, 19 Oct 2016
RC2: 'review', Anonymous Referee #2, 21 Oct 2016
- AC1: 'Author response to the two reviewer comments', Christoph Müller, 14 Dec 2016

Peer-review completion

AR: Author's response | RR: Referee report | ED: Editor decision

AR by Christoph Müller on behalf of the Authors (05 Jan 2017) Author's response Manuscript

ED: Referee Nomination & Report Request started (06 Jan 2017) by Min-Hui Lo

RR by Anonymous Referee #1 (01 Mar 2017)

ED: Publish subject to technical corrections (02 Mar 2017) by Min-Hui Lo

AR by Christoph Müller on behalf of the Authors (07 Mar 2017) Author's response Manuscript

Short summary

Crop models are increasingly used in climate change impact research and integrated assessments. For the Agricultural Model Intercomparison and Improvement Project (AgMIP), 14 global gridded crop models (GGCMs) have supplied crop yield simulations (1980–2010) for maize, wheat, rice and soybean. We evaluate the performance of these models against observational data at global, national and grid cell level. We propose an open-access benchmark system against which future model versions can be tested.